conftrace_

Abhinav Agrawal

4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) AISTATS (1) ICML (1)

Top co-authors

Justin Domke (4) Daniel R. Sheldon (1)

Keywords

variational inference (2) probabilistic modeling (1) hierarchical model (1) importance weighting (1) amortized inference (1) latent variable model (1) normalizing flow (1) monte carlo method (1) black-box inference (1) stochastic optimization (1) deep latent variable model (1)

Papers

Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI AISTATS 2025 Understanding the difficulties of posterior predictive estimation ICML 2025 Amortized Variational Inference for Simple Hierarchical Models NIPS 2021 Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization NIPS 2020